Tag Archives: Semantic Debt

The Agentic AI Playbook, Part 3 of 7: Domain Ontology in AI-Assisted Development – The Step Most Teams Skip

If three teams can’t agree what a ‘Customer’ is, your agentic AI will industrialise that confusion across every artefact it produces — at speed. The fix isn’t a better prompt. It’s a definition.

The Missing Step Before Any AI-Assisted Design: Domain Ontology

Ask three teams what a ‘Customer’ is and you’ll get five answers. Add AI to that equation and you don’t get clarity — you get ambiguity at machine speed, embedded across every artefact the AI produces. The fix isn’t a better prompt. It’s a definition.